Human serum mid-infrared spectroscopy combined with machine learning algorithms for rapid detection of gliomas
Fangfang Chen, Chunzhi Meng, Hanwen Qu, Chen Cheng, Chen Chen, Bo Yang, Rui Gao, Xiaoyi Lv
Topics & Concepts
Particle swarm optimizationSupport vector machinePrincipal component analysisArtificial intelligenceArtificial neural networkAlgorithmComputer scienceMachine learningGliomaBackpropagationCurse of dimensionalityDecision treePattern recognition (psychology)MedicineCancer researchSpectroscopy Techniques in Biomedical and Chemical ResearchSpectroscopy and Chemometric AnalysesPhotoacoustic and Ultrasonic Imaging